| Graph Neural Networks in Supply Chain Analytics and Optimization: Concepts, Perspectives, Dataset and Benchmarks | Nov 13, 2024 | Anomaly DetectionDemand Forecasting | CodeCode Available | 2 |
| Scalable Spatiotemporal Prediction with Bayesian Neural Fields | Mar 12, 2024 | Bayesian InferenceDemand Forecasting | CodeCode Available | 2 |
| FreshRetailNet-50K: A Stockout-Annotated Censored Demand Dataset for Latent Demand Recovery and Forecasting in Fresh Retail | May 22, 2025 | Demand ForecastingImputation | CodeCode Available | 1 |
| Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking | Jun 17, 2024 | BenchmarkingDemand Forecasting | CodeCode Available | 1 |
| Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction | Jun 30, 2022 | Demand ForecastingGraph Representation Learning | CodeCode Available | 1 |
| A deep inverse reinforcement learning approach to route choice modeling with context-dependent rewards | Jun 18, 2022 | Computational EfficiencyDemand Forecasting | CodeCode Available | 1 |
| Deep Spatio-Temporal Forecasting of Electrical Vehicle Charging Demand | Jun 21, 2021 | Demand ForecastingSpatio-Temporal Forecasting | CodeCode Available | 1 |
| Graph Neural Network for Traffic Forecasting: A Survey | Jan 27, 2021 | Demand ForecastingGraph Attention | CodeCode Available | 1 |
| Additive stacking for disaggregate electricity demand forecasting | May 20, 2020 | Demand ForecastingManagement | CodeCode Available | 1 |
| Spatiotemporal Multi-Graph Convolution Networkfor Ride-hailing Demand Forecasting | Jan 20, 2019 | Demand ForecastingSpatio-Temporal Forecasting | CodeCode Available | 1 |
| AI-Based Demand Forecasting and Load Balancing for Optimising Energy use in Healthcare Systems: A real case study | Jul 8, 2025 | Demand Forecastingenergy management | —Unverified | 0 |
| Short-Term Power Demand Forecasting for Diverse Consumer Types to Enhance Grid Planning and Synchronisation | Jun 4, 2025 | Demand ForecastingEarth Observation | —Unverified | 0 |
| ADFormer: Aggregation Differential Transformer for Passenger Demand Forecasting | Jun 3, 2025 | Demand ForecastingDenoising | CodeCode Available | 0 |
| Scalability Optimization in Cloud-Based AI Inference Services: Strategies for Real-Time Load Balancing and Automated Scaling | Apr 16, 2025 | Decision MakingDemand Forecasting | —Unverified | 0 |
| Why do zeroes happen? A model-based approach for demand classification | Apr 8, 2025 | Decision MakingDemand Forecasting | —Unverified | 0 |
| AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting | Mar 31, 2025 | Additive modelsAutoML | —Unverified | 0 |
| SPDNet: Seasonal-Periodic Decomposition Network for Advanced Residential Demand Forecasting | Mar 28, 2025 | Computational EfficiencyDemand Forecasting | CodeCode Available | 0 |
| Combating the Bullwhip Effect in Rival Online Food Delivery Platforms Using Deep Learning | Mar 27, 2025 | Demand Forecasting | —Unverified | 0 |
| LeForecast: Enterprise Hybrid Forecast by Time Series Intelligence | Mar 27, 2025 | Demand ForecastingTime Series | —Unverified | 0 |
| A novel forecasting framework combining virtual samples and enhanced Transformer models for tourism demand forecasting | Mar 25, 2025 | Demand ForecastingManagement | —Unverified | 0 |
| PA-CFL: Privacy-Adaptive Clustered Federated Learning for Transformer-Based Sales Forecasting on Heterogeneous Retail Data | Mar 15, 2025 | Demand ForecastingFeature Importance | —Unverified | 0 |
| Generative AI in Transportation Planning: A Survey | Mar 10, 2025 | Demand ForecastingDescriptive | —Unverified | 0 |
| Federated Dynamic Modeling and Learning for Spatiotemporal Data Forecasting | Mar 6, 2025 | Demand ForecastingFederated Learning | —Unverified | 0 |
| Predicting Space Tourism Demand Using Explainable AI | Mar 5, 2025 | Demand ForecastingMarketing | —Unverified | 0 |
| How Do Consumers Really Choose: Exposing Hidden Preferences with the Mixture of Experts Model | Mar 3, 2025 | Decision MakingDemand Forecasting | —Unverified | 0 |
